llmTop 2 LLM interview questions — Common applications of LLMs in industry and research?

Large Language Models (LLMs) have numerous applications across various industries and research domains.

Here are some common applications:

Natural Language Understanding (NLU):

• LLMs are used for tasks such as sentiment analysis, named entity recognition, part-of-speech tagging, and parsing, which involve understanding the semantics and structure of natural language text.

Text Generation:

• LLMs can generate human-like text for applications such as content creation, dialogue systems, chatbots, and creative writing assistance.

Language Translation:

• LLMs are employed in machine translation systems to translate text between different languages with high accuracy and fluency.

Question-Answering Systems:

• LLMs power question-answering systems that can understand natural language questions and provide relevant answers by extracting information from large corpora of text.

Text Summarization:

• LLMs are used to automatically summarize long documents or articles, extracting key…